摘要:
Methods and apparatus for a new approach to the problem of finding communities in complex networks relating to a social definition of communities and percolation are disclosed. Instead of partitioning the graph into separate subgraphs from top to bottom a local algorithm (communities of each vertex) allows overlapping of communities. The performance of an algorithm on synthetic, randomly-generated graphs and real-world networks is used to benchmark this method against others. An heuristic is provided to generate a list of communities for networks using a local community finding algorithm. Unlike diffusion based algorithms, The provided algorithm finds overlapping communities and provides a means to measure confidence in community structure. It features locality and low complexity for exploring the communities for a subset of network nodes, without the need for exploring the whole graph.
摘要:
A statistical patent rating method and system is provided for independently assessing the relative breadth (“B”), defensibility (“D”) and commercial relevance (“R”) of individual patent assets and other intangible intellectual property assets. The invention provides new and valuable information that can be used by patent valuation experts, investment advisors, economists and others to help guide future patent investment decisions, licensing programs, patent appraisals, tax valuations, transfer pricing, economic forecasting and planning, and even mediation and/or settlement of patent litigation lawsuits. In one embodiment the invention provides a statistically-based patent rating method and system whereby relative ratings or rankings are generated using a database of patent information by identifying and comparing various characteristics of each individual patent to a statistically determined distribution of the same characteristics within a given patent population. For example, a first population of patents having a known relatively high intrinsic value or quality (e.g. successfully litigated patents) is compared to a second population of patents having a known relatively low intrinsic value or quality (e.g. unsuccessfully litigated patents). Based on a statistical comparison of the two populations, certain characteristics are identified as being more prevalent or more pronounced in one population group or the other to a statistically significant degree. Multiple such statistical comparisons are used to construct and optimize a computer model or computer algorithm that can then be used to predict and/or provide statistically-accurate probabilities of a desired value or quality being present or a future event occurring, given the identified characteristics of an individual patent or group of patents.
摘要:
A system, method, computer program product, and a web site for evaluating a patent document by using an Artificial Intelligence (AI) have been provided. According to the method for patent evaluation of the embodiment of the invention, the patent document is characterized by a number of patent indices arranged into a hierarchy, each index reflecting a different aspect of the patent document. The values of the patent indices are analyzed by an Artificial Intelligence (AI) system, which generates a verbal conclusion regarding the value of the patent document based on the performed analysis. If requested, a reason associated with the generated conclusion may also be generated. The AI system is a decision tree based AI system, which is implemented so as to be accessible via a network. A corresponding web site having a link, causing a computer program associated with the web site to perform the AI analysis of the patent indices and to display the results of the analysis on a computer screen, is also described. The value of the patent document may be additionally visualized by using a color coding of the patent document based on values of its patent indices.
摘要:
A method for evaluating a patent document is described, which includes the steps of introducing a set of one or more patent indices, characterizing different aspects of the patent document; combining said patent indices into a Patent Quality index (the PQ), characterizing value of the patent document; and visualizing the value of the patent document by using a color coding of the patent document according to the value of the PQ index. Conveniently, a correspondence between the value of the Patent Quality index of the patent document and the wavelength of a selected color of a visible part of the light spectrum is provided. A corresponding method and system for visualizing results of evaluation of a patent portfolio are described, wherein the value of the patent portfolio is visually displayed as a color cloud in a system of coordinates having axes corresponding to the patent indices, the value of each patent document (the respective PQ index) being displayed as a color point, which coordinates are equal to the values of their respective patent indices, and the colors of the color points are selected in accordance with the values of their PQ indices.
摘要:
An apparatus for and a method of searching and organizing intellectual property (IP) is provided. In accordance with a preferred embodiment of the invention, an apparatus (and corresponding method) is provided for formulating and facilitating searches for intellectual property, and organizing results of such searches. In an exemplary embodiment, a search and organization server is provided with one or more modules to create and process search queries to be run on local or remote database systems. A class search module, for example, may be provided to provide on-line access to classification information and facilitate searching of intellectual property using select classifications. An IP thesaurus module may be provided for developing a list of elements (e.g., words, textual phrases, concepts, representations, numbers, identifications, pictures, graphics, features, etc.) found in select intellectual property information (e.g., groupings of patents). In accordance with an exemplary embodiment, the list of elements may be used as an aid in learning a new technology, as a search tool to refine search queries or criteria, as a drafting tool to assist in the preparation of technical or legal documents (e.g., proposals, licenses, patent applications, etc.), or any other practical use. A field-of-search module may be provided to creation of a field-of-search based on search information identified from select intellectual property information. Additional modules (e.g., search engine, workspace module, alert generator, report generator, etc.) may be provided in the search server to formulate, store, organize and output results achieved through operation of the search server.
摘要:
An apparatus for and a method of searching and organizing intellectual property (IP) is provided. In an exemplary embodiment, a search and organization server is provided with one or more modules to create and process search queries to be run on local or remote database systems. An IP thesaurus module may be provided for developing a list of elements (e.g., words, textual phrases, concepts, representations, numbers, identifications, pictures, graphics, features, etc.) found in select intellectual property information (e.g., groupings of patents). In accordance with an exemplary embodiment, the list of elements may be used as an aid in learning a new technology, as a search tool to refine search queries or criteria, as a drafting tool to assist in the preparation of technical or legal documents (e.g., proposals, licenses, patent applications, etc.), or any other practical use.
摘要:
A system, method, and medium supports analyzing intellectual property documents by linking and annotating patents, copyrights, trademarks, license agreements, and other intellectual property documents. It can be used by intellectual property professionals in memorializing thought processes, work products, and reasoning, in preliminary or final form, and can support development and use of a rich linked set representing complex relationships in an intellectual property portfolio. Optionally, marked up, linked documents are divided into data streams; one contains the original document for mark-up, and one contains annotation data. The marked-up document may be further revised and/or annotated even by multiple users. The same document such as a patent may be centrally stored but independently marked-up by different users (or groups of users). The system extracts from a marked-up document annotation data with any changes, and provides one or more data streams, containing the annotation data for storage and or later use.
摘要:
A system, method, and medium supports analyzing intellectual property documents by linking and annotating patents, copyrights, trademarks, license agreements, and other intellectual property documents. It can be used by intellectual property professionals in memorializing thought processes, work products, and reasoning, in preliminary or final form, and can support development and use of a rich linked set representing complex relationships in an intellectual property portfolio. Optionally, marked up, linked documents are divided into data streams; one contains the original document for mark-up, and one contains annotation data. The marked-up document may be further revised and/or annotated even by multiple users. The same document such as a patent may be centrally stored but independently marked-up by different users (or groups of users). The system extracts from a marked-up document annotation data with any changes, and provides one or more data streams, containing the annotation data for storage and or later use.
摘要:
A statistical patent rating method and system is provided for independently assessing the relative breadth (“B”), defensibility (“D”) and commercial relevance (“R”) of individual patent assets and other intangible intellectual property assets. The invention provides new and valuable information that can be used by patent valuation experts, investment advisors, economists and others to help guide future patent investment decisions, licensing programs, patent appraisals, tax valuations, transfer pricing, economic forecasting and planning, and even mediation and/or settlement of patent litigation lawsuits. In one embodiment the invention provides a statistically-based patent rating method and system whereby relative ratings or rankings are generated using a database of patent information by identifying and comparing various characteristics of each individual patent to a statistically determined distribution of the same characteristics within a given patent population. For example, a first population of patents having a known relatively high intrinsic value or quality (e.g. successfully litigated patents) is compared to a second population of patents having a known relatively low intrinsic value or quality (e.g. unsuccessfully litigated patents). Based on a statistical comparison of the two populations, certain characteristics are identified as being more prevalent or more pronounced in one population group or the other to a statistically significant degree. Multiple such statistical comparisons are used to construct and optimize a computer model or computer algorithm that can then be used to predict and/or provide statistically-accurate probabilities of a desired value or quality being present or a future event occurring, given the identified characteristics of an individual patent or group of patents.
摘要:
Methods and apparatus for a new approach to the problem of finding communities in complex networks relating to a social definition of communities and percolation are disclosed. Instead of partitioning the graph into separate subgraphs from top to bottom a local algorithm (communities of each vertex) allows overlapping of communities. The performance of an algorithm on synthetic, randomly-generated graphs and real-world networks is used to benchmark this method against others. An heuristic is provided to generate a list of communities for networks using a local community finding algorithm. Unlike diffusion based algorithms, The provided algorithm finds overlapping communities and provides a means to measure confidence in community structure. It features locality and low complexity for exploring the communities for a subset of network nodes, without the need for exploring the whole graph.